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Marcos Eduardo Valle

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Associate Professor

University of Campinas

Brazil

Research Interests

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Professors in Artificial Intelligence

Recent Grants

Grant: Open

DeepOrder: Ordenação Profunda para Morfologia Matemática de Valor Vetorial e Redes Neurais

Open Date: 2024-02-01

Close Date: 2028-01-31

Grant: Close

Redes neurais artificiais de valor hipercomplexo: além dos números complexos e quaternios

Open Date: 2022-07-01

Close Date: 2024-06-30

Grant: Close

Morfologia Matemática para Imagens Coloridas: Abordagens Baseadas em Ordenação Total

Open Date: 2018-03-01

Close Date: 2021-02-01

Grant: Close

Memórias Associativas Dinâmicas Baseadas em Números Hipercomplexos

Open Date: 2015-03-01

Close Date: 2018-02-01

Grant: Close

Algumas Generalizações das Memórias Associativas Recorrentes por Correlação

Open Date: 2013-10-01

Close Date: 2015-09-01

Articles (11)

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2026

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2026

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2026

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2026

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2025

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2024

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2024

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2024

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2024

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2023

Year:

2023

Collaborators (1)

Joao Florindo

Assistant Professor

University of Campinas

BRAZIL

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Marcos Eduardo Valle

Research Interests

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Recent Grants

Articles (11)

Novel Complex-Valued Neural Networks with Magnitude and Phase Quantization

Training Morphological Perceptron with Competitive Layer using Convex-Concave Procedure

Approximating Condorcet Ordering for Vector-Valued Mathematical Morphology

Morphological Perceptron with Competitive Layer: Training Using Convex-Concave Procedure

Dynamics of structured complex-valued Hopfield neural networks

Universal approximation theorem for vector- and hypercomplex-valued neural networks

Understanding Vector-Valued Neural Networks and Their Relationship With Real and Hypercomplex-Valued Neural Networks: Incorporating intercorrelation between features into neural networks

Clifford Convolutional Neural Networks for Lymphoblast Image Classification

Clifford Convolutional Neural Networks: Concepts, Implementation, and an Application for Lymphoblast Image Classification

Max-C and Min-D Projection Auto-Associative Fuzzy Morphological Memories: Theory and an Application for Face Recognition

Vector-Valued Hopfield Neural Networks and Distributed Synapse Based Convolutional and Linear Time-Variant Associative Memories

Collaborators (1)

Joao Florindo

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